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In academic affiliation with Carnegie Mellon University
Institute of Algorithmic Tradingand Applied Computational Finance

Practitioner course in discretionary trading

News Trading: Earnings, Data Releases and Events

News trading reacts to scheduled and unscheduled information: central bank decisions, economic data, earnings and company announcements. This course teaches how markets price an expected number, why the surprise matters more than the headline, what happens to spreads around a release, and when the right trade is no trade.

News trading means taking positions because of new information: a central bank decision, an inflation figure, a company’s results. It is the style where the market moves fastest and where a manual trader is most often on the wrong side of the speed race. This course teaches what can be done by hand, and what should be left alone.

How does news trading work?

Markets price the expected number before it arrives. When the release comes out, prices move on the difference between the result and that expectation, not on whether the number sounds good. The course has you study past releases in your market so that you know the usual size of the move and how often the first reaction reverses.

Why do spreads widen around news releases?

Because market makers do not know where the new price will be, and they protect themselves by quoting wider and smaller. Stops placed just before a release can fill far from their level. The course shows you how to measure this in your market and how to size for it, or stay out.

Who is this course for?

Day traders and swing traders who hold positions through scheduled events and want a written policy for them. No programming is needed.

What you will be able to do

  • Read an economic and earnings calendar and rank events by their past effect on your market.
  • Measure a release as a surprise against consensus, and explain why the reaction can look backwards.
  • Plan a news trade with sizing that allows for widened spreads, slippage and gaps.
  • Decide from your own record which events you trade, which you avoid and which you close positions ahead of.

Syllabus, module by module

  1. The calendar

    Central bank decisions, inflation and jobs data, earnings seasons, and where to find the schedule.

  2. Expectations and surprises

    Consensus forecasts, whisper numbers and why the market moves on the gap between them and the result.

  3. Earnings releases

    Results, guidance and the reaction across the overnight gap and the first hour.

  4. Liquidity around events

    Spreads, depth and slippage in the seconds before and after a release.

  5. Unscheduled news

    Headlines, rumours and halts: how fast information really reaches a manual trader.

  6. An event policy

    Which events to trade, which to avoid and how to handle open positions through them.

How the certificate is earned

Weekly event studies and two graded problem sets: a twenty-event study of one release type in one market, and a written event policy tested on a simulated record. On a pass you receive the Course certificate in News Trading, issued by the Institute with a verification code. Read how certification works.

Before you start

Day Trading for Beginners: What It Really Takes and Trading Costs: Bid-Ask Spreads, Commissions and Slippage.

This course counts toward

Questions applicants ask

Can a manual trader compete on news?

Not on speed. Machines read a release in microseconds. A manual trader can compete on judgement: which surprises matter, how the second move develops, and when to stand aside. The course is built around that.

Where do I get consensus forecasts?

Free economic calendars publish consensus figures for major releases, and many broker platforms show earnings estimates. The course compares the free sources and their limits.

$320 80 hours